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771cf8a328
Summary: Add facilities for dataloading non-sequential scenes. Reviewed By: shapovalov Differential Revision: D37291277 fbshipit-source-id: 0a33e3727b44c4f0cba3a2abe9b12f40d2a20447
40 lines
826 B
YAML
40 lines
826 B
YAML
defaults:
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- repro_base
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- _self_
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data_source_args:
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data_loader_map_provider_SequenceDataLoaderMapProvider_args:
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batch_size: 1
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dataset_length_train: 1000
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dataset_length_val: 1
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num_workers: 8
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dataset_map_provider_JsonIndexDatasetMapProvider_args:
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assert_single_seq: true
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n_frames_per_sequence: -1
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test_restrict_sequence_id: 0
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test_on_train: false
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generic_model_args:
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render_image_height: 800
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render_image_width: 800
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log_vars:
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- loss_rgb_psnr_fg
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- loss_rgb_psnr
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- loss_eikonal
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- loss_prev_stage_rgb_psnr
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- loss_mask_bce
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- loss_prev_stage_mask_bce
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- loss_rgb_mse
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- loss_prev_stage_rgb_mse
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- loss_depth_abs
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- loss_depth_abs_fg
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- loss_kl
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- loss_mask_neg_iou
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- objective
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- epoch
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- sec/it
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solver_args:
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lr: 0.0005
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max_epochs: 400
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milestones:
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- 200
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- 300
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